In the previous article in this series, we introduced OpenCV. In this article, we will guide you through creating a simple facial recognition time clock using the Jetson Nano 2GB. In fact, this is a beginner-level AI application that fully utilizes the OpenCV library and Python3 development environment provided on the Jetson Nano 2GB to … Read more
Recently, NVIDIA launched the Jetson Generative AI Lab, enabling developers to explore the limitless possibilities of generative AI in the real world using NVIDIA Jetson edge devices. Unlike other embedded platforms, Jetson can run large language models (LLMs), visual transformers, and stable diffusion locally, including the Llama-2-70B model running interactively on Jetson AGX Orin. Figure … Read more
The NVIDIA® Jetson Nano™ Developer Kit is a small AI computer suitable for manufacturers, learners, and developers. Although the performance of the Nano has been significantly reduced, it can still compete with TK1 and TX1, while easily outperforming Raspberry Pi and other similar devices. It is truly an essential tool for low-cost navigation, artificial intelligence, … Read more
When using Jetson modules and other embedded systems, it is essential to optimize applications based on power distribution and computational resources. Monitoring becomes particularly important to avoid performance and thermal throttling issues. Jetson modules come with built-in GPU, CPU, and various AI accelerators, along with highly efficient Power Management Integrated Circuits (PMIC), voltage regulators, and … Read more
Hardware-in-the-Loop (HIL) testing is a powerful tool for validating and verifying the performance of complex systems, including robotics and computer vision. This article explores how HIL testing is applied in these fields using the NVIDIA Isaac platform. The NVIDIA Isaac platform consists of NVIDIA Isaac Sim and NVIDIA Isaac ROS. The former is a simulator … Read more
Project Background In recent decades, the amount of waste generated has significantly increased, closely related to economic development and urbanization. This increase in waste generation poses significant challenges for governments worldwide in efficient handling and management. Although developed countries have implemented waste classification systems, a considerable portion of waste still ends up in landfills or … Read more
Reported by Electronic Enthusiasts (Written by Wu Zipeng), recently, embodied intelligence has become a common topic at various artificial intelligence-related conferences, and many people define 2024 as the first year of the embodied intelligence industry development, as previous explorations were mostly conceptual, while this year marks the beginning of actual demand implementation. According to the … Read more
Automating business processes, gaining insights through data analysis, interacting with customers and employees… Today, AI is significantly enhancing productivity and driving competitive advantages. NVIDIA Jetson is an advanced platform for autonomous machines and other embedded applications, offering exceptional AI performance to help various industries create groundbreaking AI products, drive business transformation, and ignite infinite development … Read more
NVIDIA provides an easier way to install the system for the Orin development kit. The following image presents two operational processes: Upper path: Directly use the L4T BSP Image image pre-installed when factory shipped; Lower path: Use the SDK Manager on a PC to flash the operating system. Now, just connect a mouse, keyboard, and … Read more
According to a report by Electronic Enthusiasts (by Li Wanwan), in recent years, various edge devices equipped with AI computing chips have emerged following NVIDIA’s launch of the Jetson series. Due to their box-like appearance and algorithm inference capabilities, the industry often refers to them as edge boxes, AI Boxes, algorithm boxes, etc. With the … Read more